John Lab

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152 videos

Welcome to my research group channel. I am Professor of Data Science for the Environment and Sustainability at Queen Mary University of London. Previously, I...

Latest Videos

Inaugural Lecture of Professor Cédric John

Earth Day 2024

The Mars Winds Project Mapping Prevalent Surface Wind Directions on Mars using Deep-Learning

Lecture 1 - Lithostratigraphy [Part E 2020]

[Part 4] Features Scaling

[Part 4] Data Pipelines

[Part 5] Linear Algebra Notation

[Part 5] Types of Machine Learning

[Part 5] Decision Trees

[Part 5] Gradient Descent

[Part 6] K nearest Neighbors

[Part 6] Performance Measures in Classification

[Part 6] Random Forest

[Part 6] Support Vector Machine

[Part 7] Convolutional Neural Networks

[Part 7] Introduction to Neural Networks

[Part 4] Why splitting data is important

[Part 4] Data Preparation Overview

Lecture 8 Geological Timescale [Part C]

Lecture 8 Geological Timescale [Part A]

Lecture 7 Diagenesis [Part F]

[Part 3] Plotting data with Python

[Part 2] Introduction to Pandas

Lecture 8 Geological Timescale [Part E]

Lecture 8 Geological Timescale [Part D]

[Part 2] Computation with NDArrays

[Part 2] Introduction to NumPy

Lecture 8 Geological Timescale [Part C - audio missing]

Lecture 8 Geological Timescales [Part B]

[Part 1] The Art of Clean Code